Hooks are advice, rulesets are law
Defense-in-depth for a solo developer running several coding agents against one deployable branch: advisory client-side git hooks (lefthook, pre-push) for latency, a binding server-side GitHub ruleset for integrity. Hooks are bypassable; rulesets are enforced. Pattern + the fitness function that proves the law is still on the books.